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Comparison

agno vs semtools

Verdict

Pick agno when agno is primarily Python; semtools is Rust; pick semtools when semtools is primarily Rust; agno is Python.

Markdown twin · agno alternatives · semtools alternatives

GraphCanon updated today

agno logo

agno

agno-agi/agno

★ 41kpushed Jul 11, 2026
vs
semtools logo

semtools

run-llama/semtools

★ 1.8kpushed Mar 11, 2026

Trust & integrity

Signalagnosemtools
Maintenance
Very active (0d since push)
As of 1d · github_public_v1
Slowing (121d since push)
As of 1d · github_public_v1
Provenance
Not a fork · Organization account
As of 1d · github_public_v1
Not a fork · Organization account
As of 1d · github_public_v1
Security (OSV)
No lockfile
As of 1d · none
No lockfile
As of 1d · none
agno trust reportsemtools trust reportTrust methodology

Tagline

agno
Build, run, and manage your own agent platform.
semtools
Semantic search and document parsing tools for the command line

Stars

agno
41k
semtools
1.8k

Forks

agno
5.6k
semtools
136

Open issues

agno
1.0k
semtools
6

Language

agno
Python
semtools
Rust

Adopt for

agno
Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
semtools
-

Persona

agno
-
semtools
-

Runtime

agno
-
semtools
-

License

agno
Apache-2.0
semtools
MIT

Last pushed

agno
Jul 11, 2026
semtools
Mar 11, 2026

Categories

agno
AI Agents, Developer Tools
semtools
Developer Tools, Vector Databases

Trust and health

Maintenance

agno
Very active (96%)
semtools
Slowing (36%)

Days since push

agno
0d
semtools
121d

Open issues (now)

agno
1.0k
semtools
6

Full report

agno
Trust report
semtools
Trust report

Choose agno if…

  • agno is primarily Python; semtools is Rust.
  • License: agno is Apache-2.0, semtools is MIT.
  • Tags unique to agno: agents, ai-agents, developer-tools, python.
  • Also covers AI Agents.
  • Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.

When NOT to use agno

  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Choose semtools if…

  • semtools is primarily Rust; agno is Python.
  • License: semtools is MIT, agno is Apache-2.0.
  • Tags unique to semtools: cli, embeddings, parser, rust.
  • Also covers Vector Databases.

When NOT to use semtools

  • Last GitHub push was 122 days ago (slowing maintenance, Mar 11, 2026). Validate activity before betting a new project on semtools.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
  • Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
GitHubDetails

Explore

agno trust report →semtools trust report →AI Agents category →Developer Tools category →Vector Databases category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: agno 41k · semtools 1.8k (synced Jul 11, 2026).

Common questions

What is the difference between agno and semtools?
agno: Build, run, and manage your own agent platform.. semtools: Semantic search and document parsing tools for the command line. See the comparison table for live GitHub stats and shared categories.
When should I choose agno over semtools?
Choose agno over semtools when agno is primarily Python; semtools is Rust; License: agno is Apache-2.0, semtools is MIT; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
When should I choose semtools over agno?
Choose semtools over agno when semtools is primarily Rust; agno is Python; License: semtools is MIT, agno is Apache-2.0; Tags unique to semtools: cli, embeddings, parser, rust; Also covers Vector Databases.
When should I avoid agno?
AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
When should I avoid semtools?
Last GitHub push was 122 days ago (slowing maintenance, Mar 11, 2026). Validate activity before betting a new project on semtools. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Is agno or semtools more popular on GitHub?
agno has more GitHub stars (41,090 vs 1,830). Stars measure visibility, not whether either tool fits your constraints.
Are agno and semtools open source?
Yes - both are open-source projects on GitHub (agno: Apache-2.0, semtools: MIT).
Where can I find alternatives to agno or semtools?
GraphCanon lists graph-backed alternatives at agno alternatives and semtools alternatives (agno markdown twin, semtools markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, agno or semtools?
agno: Very active. semtools: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for agno and semtools?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; semtools trust report.